Weight painting a dot and not a gradient
His is also a radial gradient, but smaller.
Make sure you are using a Draw brush in the Tool panel T.
You can make the brush smaler with F so each stroke will be more like a dot. You can also change the size of the "gradient" around it by choosing a different brush curve: